Improved Weighted Learning Support Vector Machines (SVM) for High Accuracy.
Syahizul Amri Mohd DzulkifliMohd Najib B. Mohd SallehKashif Hussain TalpurPublished in: CIIS (2019)
Keyphrases
- support vector
- learning machines
- high accuracy
- large margin classifiers
- learning algorithm
- learning tasks
- learning process
- learning systems
- model selection
- binary classification
- cross validation
- feature selection
- online learning
- supervised learning
- hyperplane
- generalization ability
- prior knowledge
- training data
- kernel machines
- soft margin
- machine learning
- knn
- active learning
- inductive inference
- privileged information